Pseudo-Marginal Bayesian Inference for Gaussian Processes.
Maurizio FilipponeMark A. GirolamiPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2014)
Keyphrases
- bayesian inference
- gaussian processes
- hyperparameters
- gaussian process
- probabilistic model
- prior information
- posterior distribution
- bayesian methods
- variational bayes
- bayesian model
- gaussian process regression
- multi task learning
- probability distribution
- covariance function
- particle filter
- variational inference
- multi task
- expectation propagation
- gaussian process models
- markov chain monte carlo
- sample size
- multi class
- bayesian models